This reverts commits fbf77f586d65e319ecc1da11e98dcd932dd88b28 and 3816e40190c2f5331992f795f297669a399803fb. While having the .rst extension helps GitHub formatting the file, the renaming broke both Autotools and Waf build systems.
This will help GitHub to detect the content type and format it nicely.